Dr. Sebastian Nowozin

Welcome!
My name is Sebastian Nowozin and I will soon join Google AI Berlin in Germany as a machine learning researcher.
Before joining Google AI Berlin I was
a Principal Researcher at Microsoft Research, Cambridge, UK,
and managed the Machine Intelligence and Perception group.
On this homepage you find publications and software related to my work.

I am looking for PhD student collaborators for possible internships or visits to Google AI Berlin. If you work in the area of probabilistic deep learning, please send me an email.

Research

I develop novel algorithms and models for artificial intelligence and machine
learning applications.

My current research interest is in the following areas:
1. probabilistic deep learning methods for unsupervised learning and
representation learning;
2. the consequence of model misspecification on estimation and on decision
problems;
3. understanding agent complexity in order to improve learning efficiency;
4. designing models for reasoning and planning.